diff --git a/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_On_Cloud/Evaluate_On_Cloud.ipynb b/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_On_Cloud/Evaluate_On_Cloud.ipynb
index d40272eb..66344f01 100644
--- a/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_On_Cloud/Evaluate_On_Cloud.ipynb
+++ b/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_On_Cloud/Evaluate_On_Cloud.ipynb
@@ -178,14 +178,14 @@
     "        id=F1ScoreEvaluator.id,\n",
     "    ),\n",
     "    \"relevance\": EvaluatorConfiguration(\n",
-    "        id=\"azureml://registries/azureml-staging/models/Relevance-Evaluator/versions/4\",\n",
+    "        id=\"azureml://registries/azureml/models/Relevance-Evaluator/versions/5\",\n",
     "        init_params={\"model_config\": model_config},\n",
-    "        data_mapping={\"query\": \"${data.Input}\", \"response\": \"${data.Output}\"},\n",
+    "        data_mapping={\"query\": \"${data.query}\", \"response\": \"${data.response}\"},\n",
     "    ),\n",
     "    \"violence\": EvaluatorConfiguration(\n",
     "        id=ViolenceEvaluator.id,\n",
     "        init_params={\"azure_ai_project\": project_client.scope},\n",
-    "        data_mapping={\"query\": \"${data.Input}\", \"response\": \"${data.Output}\"},\n",
+    "        data_mapping={\"query\": \"${data.query}\", \"response\": \"${data.response}\"},\n",
     "    ),\n",
     "}"
    ]
diff --git a/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_Online/Evaluate_Online.ipynb b/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_Online/Evaluate_Online.ipynb
index 81b034f2..91b57e7b 100644
--- a/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_Online/Evaluate_Online.ipynb
+++ b/scenarios/evaluate/Supported_Evaluation_Targets/Evaluate_Online/Evaluate_Online.ipynb
@@ -169,7 +169,7 @@
     "        id=F1ScoreEvaluator.id,\n",
     "    ),\n",
     "    \"relevance\": EvaluatorConfiguration(\n",
-    "        id=\"azureml://registries/azureml-staging/models/Relevance-Evaluator/versions/4\",\n",
+    "        id=\"azureml://registries/azureml/models/Relevance-Evaluator/versions/5\",\n",
     "        init_params={\"model_config\": model_config},\n",
     "        data_mapping={\"query\": \"${data.Input}\", \"response\": \"${data.Output}\"},\n",
     "    ),\n",